Microcosm – AI Data Integration Platform
Microcosm is a dedicated AI assistant for your company that learns from all kinds of internal data, automates routine tasks, and realizes advanced data utilization. Since it can be built on-premises, even highly confidential data that couldn’t be used before can now be utilized safely.
Three pillars of productivity improvement with Microcosm
1.Automation
AI handles routine tasks such as responding to inquiries, creating reports, gathering and summarizing information—freeing employees from repetitive work and enabling focus on creative tasks.
2.High‑precision RAG
References the latest internal and proprietary data in real time to generate responses—always reliable and accurate, preventing hallucinations.
3.Safe usage
Operates in a local environment with zero risk of data leakage, allowing full utilization of previously restricted confidential data and customer information. Enables automation of core functions like accounting, HR, and development.
Problems we solve
“We introduced AI, but it only gives off‑target answers and ends up not being used.”
→ By training on your unique data, Microcosm becomes an AI that understands your business context.
“Knowledge and know‑how within the company remain siloed and personalized, not shared.”
→ AI learns and organizes all data on your servers, building a “knowledge database” that anyone can access when needed.
“We can’t handle confidential information, so we can’t automate the tasks we really want to improve.”
→ With Microcosm, data stays inside your company and never flows outside, enabling automation of core business operations previously deemed too risky.
Key Features
Local LLM (large language model) environment
agentic AI
Document ingestion
(various types)
Data analysis and summarization
AI chatbot
External integration
via APIs
High‑precision
RAG
Access control and
monitoring
With Microcosm, you can…
1.View a live company snapshot via dashboard
Automatically extract “latest sales reports” and “customer survey trends,” displaying them as charts or key‑point lists at a glance.
2.Complete training and onboarding by simply asking
Just ask “How do I set up the new product?” and get a step‑by‑step guide within five minutes.
3.Automatically propose new ideas from scattered data
Cross‑analyze customer feedback, sales data, market trends, competitor intelligence, and more to surface key insights for new products or promotional strategies.
Our company leverages advanced technical expertise and extensive experience to deliver tailored local LLM solutions that best suit your organization’s needs.
Why We’re Chosen – Our Trusted Technical Capabilities
1. Uncompromising Security to Protect Your Valuable Data Assets
- Patented Security Technologies: Our patented innovations prevent hacking and man-in-the-middle attacks, while detecting and preventing data tampering.
- Robust Safeguards: We build resilient security systems to minimize the risk of data breaches.
2. Cutting-Edge Technology for Tailored AI Solutions
- Local LLM Customization: We customize large language models exclusively for your business, delivering AI tailored to your organization’s scale and objectives with unmatched accuracy.
- Flexible Deployment: From Proof of Concept (PoC) to full-scale implementation, our development processes adapt to your specific needs.
3. Optimized Infrastructure – Server Design and Deployment
- GPU Server Solutions: We design and implement high-performance GPU servers to handle large-scale data processing efficiently.
- Minimal Configuration Options: For those starting small, we propose resource-efficient methods for initial operations.
With state-of-the-art technology and unparalleled security, we are committed to empowering your AI strategy.
Case Studies & Use Cases
Automotive parts manufacturer (Company N)
Result: Design efficiency +50%, data analysis time -85%
Challenge: CAD files, specs, and test data scattered across the company, underutilized.
Solution: Built a foundation where AI searches and analyzes design assets using high-precision RAG—accelerating knowledge sharing and decision-making.
Manufacturing firm A
Result: Automated technical knowledge transfer, shortened development lead time
Challenge: Sophisticated know‑how belonged only to veterans, making it time-consuming for junior staff to find needed design documents or trouble reports.
Solution: AI learned from hundreds of thousands of technical documents—just ask “What causes defect X?” and the AI instantly provides similar cases and countermeasures.
Pharmaceutical company B
Result: Reduced internal helpdesk inquiries by 90%
Challenge: IT support was overloaded with repetitive questions—like PC setup or system usage—every day, impacting core tasks.
Solution: Deployed an AI chatbot trained on internal regulations, FAQs, and manuals—employees now ask the chatbot first, drastically reducing demand on IT support.
Would you like to unlock new business value with a local LLM?
FAQs
Q1: How much does it cost to implement a Local LLM?
A: Costs vary based on system scale, functionality, data volume, and customization requirements. Contact us to discuss your needs, and we’ll provide an optimal plan and quote.
Q2: Can sensitive data be handled securely?
A: Yes. Our Local LLMs are built within your servers, ensuring no data leaves your premises. Our patented security technology minimizes information leakage risks, offering you peace of mind.
Q3: How long does development take?
A: Typical development timelines range from 3 to 6 months, depending on the system’s scale and complexity. We can also conduct quick PoC projects to validate feasibility and effectiveness.
Q4: What kind of post-implementation support is available?
A: We provide full operational support, including regular system maintenance, troubleshooting, and technical assistance. Contact us anytime for help.
Q5: Can the LLM learn from our proprietary data?
A: Absolutely. By training the LLM with your business data and expertise, we can create highly accurate, industry-specific solutions tailored to your needs.
Q6: How does it compare to cloud LLMs?
A: The key advantages include enhanced security, regulatory compliance, controlled outputs, optimization with proprietary data, and cost efficiency. We’ll help you choose the best fit for your needs.
Q7: Can we start with a small-scale test?
A: Of course. We offer PoC projects to assess the potential of Local LLMs in your environment.